Optimizers
Off-the-shelf implementations of standard algorithms. Includes classics such as global-best and local-best. Useful for quick-and-easy optimization problems.
- pyswarms.single package
- pyswarms.single.global_best module
GlobalBestPSO
GlobalBestPSO.__init__()
GlobalBestPSO.n_particles
GlobalBestPSO.dimensions
GlobalBestPSO.options
GlobalBestPSO.bounds
GlobalBestPSO.oh_strategy
GlobalBestPSO.bh_strategy
GlobalBestPSO.velocity_clamp
GlobalBestPSO.vh_strategy
GlobalBestPSO.center
GlobalBestPSO.ftol
GlobalBestPSO.ftol_iter
GlobalBestPSO.init_pos
GlobalBestPSO.optimize()
- pyswarms.single.local_best module
LocalBestPSO
LocalBestPSO.__init__()
LocalBestPSO.n_particles
LocalBestPSO.dimensions
LocalBestPSO.bounds
LocalBestPSO.oh_strategy
LocalBestPSO.bh_strategy
LocalBestPSO.velocity_clamp
LocalBestPSO.vh_strategy
LocalBestPSO.center
LocalBestPSO.ftol
LocalBestPSO.ftol_iter
LocalBestPSO.options
LocalBestPSO.init_pos
LocalBestPSO.static
LocalBestPSO._abc_impl
LocalBestPSO.optimize()
- pyswarms.single.general_optimizer module
GeneralOptimizerPSO
GeneralOptimizerPSO.__init__()
GeneralOptimizerPSO.n_particles
GeneralOptimizerPSO.dimensions
GeneralOptimizerPSO.options
GeneralOptimizerPSO.topology
GeneralOptimizerPSO.bounds
GeneralOptimizerPSO.oh_strategy
GeneralOptimizerPSO.bh_strategy
GeneralOptimizerPSO.velocity_clamp
GeneralOptimizerPSO.vh_strategy
GeneralOptimizerPSO.center
GeneralOptimizerPSO.ftol
GeneralOptimizerPSO.ftol_iter
GeneralOptimizerPSO.init_pos
GeneralOptimizerPSO._abc_impl
GeneralOptimizerPSO.optimize()
- pyswarms.single.global_best module
- pyswarms.discrete package